Overview
Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 50000 |
| Missing cells | 130218 |
| Missing cells (%) | 20.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 5.3 MiB |
| Average record size in memory | 112.0 B |
Variable types
| DateTime | 1 |
|---|---|
| Numeric | 9 |
| Categorical | 1 |
| Text | 2 |
CO (mg/m3) is highly overall correlated with NO (ug/m3) and 4 other fields | High correlation |
Latitud is highly overall correlated with Provincia | High correlation |
Longitud is highly overall correlated with Provincia | High correlation |
NO (ug/m3) is highly overall correlated with CO (mg/m3) and 4 other fields | High correlation |
NO2 (ug/m3) is highly overall correlated with CO (mg/m3) and 4 other fields | High correlation |
PM10 (ug/m3) is highly overall correlated with CO (mg/m3) and 3 other fields | High correlation |
PM25 (ug/m3) is highly overall correlated with CO (mg/m3) and 3 other fields | High correlation |
Provincia is highly overall correlated with Latitud and 1 other fields | High correlation |
SO2 (ug/m3) is highly overall correlated with CO (mg/m3) and 2 other fields | High correlation |
CO (mg/m3) has 38700 (77.4%) missing values | Missing |
NO (ug/m3) has 3497 (7.0%) missing values | Missing |
NO2 (ug/m3) has 3709 (7.4%) missing values | Missing |
O3 (ug/m3) has 19006 (38.0%) missing values | Missing |
PM10 (ug/m3) has 11310 (22.6%) missing values | Missing |
PM25 (ug/m3) has 43991 (88.0%) missing values | Missing |
SO2 (ug/m3) has 9924 (19.8%) missing values | Missing |
Reproduction
| Analysis started | 2025-12-03 03:12:49.992330 |
|---|---|
| Analysis finished | 2025-12-03 03:13:00.707533 |
| Duration | 10.72 seconds |
| Software version | ydata-profiling vv4.18.0 |
| Download configuration | config.json |
Variables
Fecha
Date
| Distinct | 8708 |
|---|---|
| Distinct (%) | 17.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 781.2 KiB |
| Minimum | 1997-01-01 00:00:00 |
|---|---|
| Maximum | 2020-12-31 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
CO (mg/m3)
Real number (ℝ)
High correlation Missing
| Distinct | 74 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 38700 |
| Missing (%) | 77.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.84640708 |
| Minimum | 0 |
|---|---|
| Maximum | 8.9 |
| Zeros | 11 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 0.3 |
| median | 0.7 |
| Q3 | 1.1 |
| 95-th percentile | 2.2 |
| Maximum | 8.9 |
| Range | 8.9 |
| Interquartile range (IQR) | 0.8 |
Descriptive statistics
| Standard deviation | 0.76506171 |
|---|---|
| Coefficient of variation (CV) | 0.90389333 |
| Kurtosis | 13.16064 |
| Mean | 0.84640708 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | 2.6606167 |
| Sum | 9564.4 |
| Variance | 0.58531942 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1 | 1137 | 2.3% |
| 0.2 | 962 | 1.9% |
| 0.4 | 913 | 1.8% |
| 0.3 | 876 | 1.8% |
| 0.5 | 856 | 1.7% |
| 0.6 | 817 | 1.6% |
| 0.7 | 809 | 1.6% |
| 0.8 | 704 | 1.4% |
| 0.9 | 558 | 1.1% |
| 1 | 517 | 1.0% |
| Other values (64) | 3151 | 6.3% |
| (Missing) | 38700 |
| Value | Count | Frequency (%) |
| 0 | 11 | < 0.1% |
| 0.1 | 1137 | |
| 0.2 | 962 | |
| 0.3 | 876 | |
| 0.4 | 913 | |
| 0.5 | 856 | |
| 0.6 | 817 | |
| 0.7 | 809 | |
| 0.8 | 704 | |
| 0.9 | 558 |
| Value | Count | Frequency (%) |
| 8.9 | 1 | |
| 8.8 | 1 | |
| 8.6 | 1 | |
| 8.1 | 1 | |
| 7.9 | 1 | |
| 7.7 | 1 | |
| 7.4 | 1 | |
| 7.2 | 1 | |
| 7.1 | 1 | |
| 6.9 | 2 |
NO (ug/m3)
Real number (ℝ)
High correlation Missing
| Distinct | 240 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 3497 |
| Missing (%) | 7.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.254629 |
| Minimum | 0 |
|---|---|
| Maximum | 378 |
| Zeros | 415 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 5 |
| Q3 | 15 |
| 95-th percentile | 51 |
| Maximum | 378 |
| Range | 378 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 21.892828 |
|---|---|
| Coefficient of variation (CV) | 1.6517119 |
| Kurtosis | 37.359431 |
| Mean | 13.254629 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 4.740571 |
| Sum | 616380 |
| Variance | 479.2959 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 7376 | |
| 2 | 6211 | 12.4% |
| 3 | 4050 | 8.1% |
| 4 | 3058 | 6.1% |
| 5 | 2438 | 4.9% |
| 6 | 1865 | 3.7% |
| 7 | 1737 | 3.5% |
| 8 | 1412 | 2.8% |
| 9 | 1296 | 2.6% |
| 10 | 1150 | 2.3% |
| Other values (230) | 15910 | |
| (Missing) | 3497 | 7.0% |
| Value | Count | Frequency (%) |
| 0 | 415 | 0.8% |
| 1 | 7376 | |
| 2 | 6211 | |
| 3 | 4050 | |
| 4 | 3058 | |
| 5 | 2438 | 4.9% |
| 6 | 1865 | 3.7% |
| 7 | 1737 | 3.5% |
| 8 | 1412 | 2.8% |
| 9 | 1296 | 2.6% |
| Value | Count | Frequency (%) |
| 378 | 1 | |
| 367 | 1 | |
| 353 | 1 | |
| 350 | 1 | |
| 346 | 2 | |
| 340 | 1 | |
| 319 | 1 | |
| 316 | 1 | |
| 312 | 1 | |
| 311 | 1 |
NO2 (ug/m3)
Real number (ℝ)
High correlation Missing
| Distinct | 160 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 3709 |
| Missing (%) | 7.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.44648 |
| Minimum | 0 |
|---|---|
| Maximum | 183 |
| Zeros | 14 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 16 |
| Q3 | 29 |
| 95-th percentile | 59 |
| Maximum | 183 |
| Range | 183 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 18.999379 |
|---|---|
| Coefficient of variation (CV) | 0.88589733 |
| Kurtosis | 5.3043838 |
| Mean | 21.44648 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 1.8676974 |
| Sum | 992779 |
| Variance | 360.97641 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 1702 | 3.4% |
| 2 | 1646 | 3.3% |
| 8 | 1621 | 3.2% |
| 6 | 1621 | 3.2% |
| 5 | 1613 | 3.2% |
| 7 | 1604 | 3.2% |
| 3 | 1547 | 3.1% |
| 9 | 1516 | 3.0% |
| 11 | 1474 | 2.9% |
| 13 | 1431 | 2.9% |
| Other values (150) | 30516 | |
| (Missing) | 3709 | 7.4% |
| Value | Count | Frequency (%) |
| 0 | 14 | < 0.1% |
| 1 | 1296 | |
| 2 | 1646 | |
| 3 | 1547 | |
| 4 | 1702 | |
| 5 | 1613 | |
| 6 | 1621 | |
| 7 | 1604 | |
| 8 | 1621 | |
| 9 | 1516 |
| Value | Count | Frequency (%) |
| 183 | 1 | < 0.1% |
| 178 | 1 | < 0.1% |
| 169 | 1 | < 0.1% |
| 168 | 1 | < 0.1% |
| 165 | 3 | |
| 164 | 1 | < 0.1% |
| 163 | 2 | |
| 156 | 1 | < 0.1% |
| 154 | 2 | |
| 153 | 3 |
O3 (ug/m3)
Real number (ℝ)
Missing
| Distinct | 133 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 19006 |
| Missing (%) | 38.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.445344 |
| Minimum | 0 |
|---|---|
| Maximum | 725 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 37 |
| median | 54 |
| Q3 | 68 |
| 95-th percentile | 87 |
| Maximum | 725 |
| Range | 725 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 22.326237 |
|---|---|
| Coefficient of variation (CV) | 0.42570485 |
| Kurtosis | 28.411429 |
| Mean | 52.445344 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 0.97824251 |
| Sum | 1625491 |
| Variance | 498.46088 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 59 | 595 | 1.2% |
| 56 | 591 | 1.2% |
| 57 | 586 | 1.2% |
| 62 | 586 | 1.2% |
| 61 | 570 | 1.1% |
| 60 | 557 | 1.1% |
| 54 | 542 | 1.1% |
| 63 | 539 | 1.1% |
| 55 | 538 | 1.1% |
| 66 | 538 | 1.1% |
| Other values (123) | 25352 | |
| (Missing) | 19006 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 32 | 0.1% |
| 2 | 31 | 0.1% |
| 3 | 61 | |
| 4 | 72 | |
| 5 | 105 | |
| 6 | 103 | |
| 7 | 111 | |
| 8 | 118 | |
| 9 | 121 |
| Value | Count | Frequency (%) |
| 725 | 1 | < 0.1% |
| 406 | 1 | < 0.1% |
| 291 | 1 | < 0.1% |
| 140 | 1 | < 0.1% |
| 133 | 1 | < 0.1% |
| 130 | 1 | < 0.1% |
| 128 | 3 | |
| 125 | 2 | |
| 124 | 4 | |
| 123 | 2 |
PM10 (ug/m3)
Real number (ℝ)
High correlation Missing
| Distinct | 174 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 11310 |
| Missing (%) | 22.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.719256 |
| Minimum | 0 |
|---|---|
| Maximum | 343 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 11 |
| median | 18 |
| Q3 | 29 |
| 95-th percentile | 57 |
| Maximum | 343 |
| Range | 343 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 18.044606 |
|---|---|
| Coefficient of variation (CV) | 0.79424284 |
| Kurtosis | 14.580456 |
| Mean | 22.719256 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 2.5934769 |
| Sum | 879008 |
| Variance | 325.60781 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 1650 | 3.3% |
| 9 | 1605 | 3.2% |
| 12 | 1530 | 3.1% |
| 8 | 1520 | 3.0% |
| 11 | 1485 | 3.0% |
| 15 | 1419 | 2.8% |
| 14 | 1412 | 2.8% |
| 13 | 1397 | 2.8% |
| 7 | 1354 | 2.7% |
| 16 | 1336 | 2.7% |
| Other values (164) | 23982 | |
| (Missing) | 11310 |
| Value | Count | Frequency (%) |
| 0 | 4 | < 0.1% |
| 1 | 137 | 0.3% |
| 2 | 283 | 0.6% |
| 3 | 386 | 0.8% |
| 4 | 561 | 1.1% |
| 5 | 798 | |
| 6 | 1125 | |
| 7 | 1354 | |
| 8 | 1520 | |
| 9 | 1605 |
| Value | Count | Frequency (%) |
| 343 | 1 | |
| 290 | 1 | |
| 238 | 1 | |
| 230 | 1 | |
| 226 | 2 | |
| 225 | 1 | |
| 224 | 1 | |
| 221 | 1 | |
| 204 | 1 | |
| 203 | 1 |
PM25 (ug/m3)
Real number (ℝ)
High correlation Missing
| Distinct | 119 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 43991 |
| Missing (%) | 88.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.842902 |
| Minimum | 1 |
|---|---|
| Maximum | 223 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| median | 9 |
| Q3 | 15 |
| 95-th percentile | 45 |
| Maximum | 223 |
| Range | 222 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 16.074082 |
|---|---|
| Coefficient of variation (CV) | 1.1611786 |
| Kurtosis | 20.315948 |
| Mean | 13.842902 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 3.6670509 |
| Sum | 83182 |
| Variance | 258.37612 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 422 | 0.8% |
| 6 | 420 | 0.8% |
| 7 | 387 | 0.8% |
| 4 | 383 | 0.8% |
| 8 | 373 | 0.7% |
| 9 | 364 | 0.7% |
| 3 | 344 | 0.7% |
| 10 | 318 | 0.6% |
| 2 | 315 | 0.6% |
| 11 | 306 | 0.6% |
| Other values (109) | 2377 | 4.8% |
| (Missing) | 43991 |
| Value | Count | Frequency (%) |
| 1 | 124 | 0.2% |
| 2 | 315 | |
| 3 | 344 | |
| 4 | 383 | |
| 5 | 422 | |
| 6 | 420 | |
| 7 | 387 | |
| 8 | 373 | |
| 9 | 364 | |
| 10 | 318 |
| Value | Count | Frequency (%) |
| 223 | 1 | < 0.1% |
| 176 | 1 | < 0.1% |
| 156 | 1 | < 0.1% |
| 150 | 1 | < 0.1% |
| 147 | 1 | < 0.1% |
| 140 | 2 | |
| 132 | 3 | |
| 128 | 1 | < 0.1% |
| 126 | 1 | < 0.1% |
| 125 | 1 | < 0.1% |
SO2 (ug/m3)
Real number (ℝ)
High correlation Missing
| Distinct | 158 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 9924 |
| Missing (%) | 19.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.0823435 |
| Minimum | -387 |
|---|---|
| Maximum | 270 |
| Zeros | 121 |
| Zeros (%) | 0.2% |
| Negative | 3 |
| Negative (%) | < 0.1% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | -387 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 5 |
| Q3 | 11 |
| 95-th percentile | 31 |
| Maximum | 270 |
| Range | 657 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 13.19505 |
|---|---|
| Coefficient of variation (CV) | 1.4528244 |
| Kurtosis | 90.825377 |
| Mean | 9.0823435 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 2.4198699 |
| Sum | 363984 |
| Variance | 174.10935 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 5273 | |
| 1 | 5021 | |
| 3 | 4320 | |
| 4 | 3744 | 7.5% |
| 5 | 3030 | 6.1% |
| 6 | 2368 | 4.7% |
| 7 | 1993 | 4.0% |
| 8 | 1679 | 3.4% |
| 9 | 1368 | 2.7% |
| 10 | 1126 | 2.3% |
| Other values (148) | 10154 | |
| (Missing) | 9924 |
| Value | Count | Frequency (%) |
| -387 | 1 | < 0.1% |
| -386 | 1 | < 0.1% |
| -363 | 1 | < 0.1% |
| 0 | 121 | 0.2% |
| 1 | 5021 | |
| 2 | 5273 | |
| 3 | 4320 | |
| 4 | 3744 | |
| 5 | 3030 | |
| 6 | 2368 |
| Value | Count | Frequency (%) |
| 270 | 1 | |
| 229 | 1 | |
| 216 | 1 | |
| 211 | 1 | |
| 206 | 1 | |
| 202 | 1 | |
| 199 | 2 | |
| 188 | 1 | |
| 187 | 1 | |
| 185 | 1 |
Provincia
Categorical
High correlation
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 781.2 KiB |
| León | |
|---|---|
| Valladolid | |
| Palencia | |
| Burgos | |
| Salamanca | |
| Other values (5) |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 6.38904 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | León |
|---|---|
| 2nd row | León |
| 3rd row | León |
| 4th row | León |
| 5th row | Palencia |
Common Values
| Value | Count | Frequency (%) |
| León | 19724 | |
| Valladolid | 8895 | |
| Palencia | 6956 | 13.9% |
| Burgos | 6632 | 13.3% |
| Salamanca | 3501 | 7.0% |
| Soria | 1159 | 2.3% |
| Zamora | 995 | 2.0% |
| Segovia | 921 | 1.8% |
| Avila | 857 | 1.7% |
| Madrid | 360 | 0.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| león | 19724 | |
| valladolid | 8895 | |
| palencia | 6956 | 13.9% |
| burgos | 6632 | 13.3% |
| salamanca | 3501 | 7.0% |
| soria | 1159 | 2.3% |
| zamora | 995 | 2.0% |
| segovia | 921 | 1.8% |
| avila | 857 | 1.7% |
| madrid | 360 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 50993 | |
| l | 37999 | |
| n | 30181 | |
| e | 27601 | |
| L | 19724 | 6.2% |
| ó | 19724 | 6.2% |
| i | 19148 | 6.0% |
| o | 18602 | 5.8% |
| d | 18510 | 5.8% |
| c | 10457 | 3.3% |
| Other values (13) | 66513 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 319452 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 50993 | |
| l | 37999 | |
| n | 30181 | |
| e | 27601 | |
| L | 19724 | 6.2% |
| ó | 19724 | 6.2% |
| i | 19148 | 6.0% |
| o | 18602 | 5.8% |
| d | 18510 | 5.8% |
| c | 10457 | 3.3% |
| Other values (13) | 66513 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 319452 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 50993 | |
| l | 37999 | |
| n | 30181 | |
| e | 27601 | |
| L | 19724 | 6.2% |
| ó | 19724 | 6.2% |
| i | 19148 | 6.0% |
| o | 18602 | 5.8% |
| d | 18510 | 5.8% |
| c | 10457 | 3.3% |
| Other values (13) | 66513 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 319452 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 50993 | |
| l | 37999 | |
| n | 30181 | |
| e | 27601 | |
| L | 19724 | 6.2% |
| ó | 19724 | 6.2% |
| i | 19148 | 6.0% |
| o | 18602 | 5.8% |
| d | 18510 | 5.8% |
| c | 10457 | 3.3% |
| Other values (13) | 66513 |
Estación
Text
| Distinct | 91 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 781.2 KiB |
Length
| Max length | 32 |
|---|---|
| Median length | 25 |
| Mean length | 14.20862 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | C.T.L.R. - Ventosilla |
|---|---|
| 2nd row | C.T.Compostilla-San Miguel |
| 3rd row | C.T.Compostilla-Villaverde |
| 4th row | C.T.L.R. - Ventosilla |
| 5th row | C.T.G. - Compuerto |
| Value | Count | Frequency (%) |
| 9211 | 9.0% | |
| de | 6913 | 6.8% |
| c.t.anllares | 3903 | 3.8% |
| del | 2913 | 2.9% |
| c.t.l.r | 2463 | 2.4% |
| la | 2257 | 2.2% |
| miranda | 2203 | 2.2% |
| 2 | 2103 | 2.1% |
| ii | 1910 | 1.9% |
| c.t.g | 1589 | 1.6% |
| Other values (112) | 66341 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 78651 | 11.1% |
| l | 56677 | 8.0% |
| 51806 | 7.3% | |
| o | 51216 | 7.2% |
| e | 47457 | 6.7% |
| r | 37023 | 5.2% |
| n | 33512 | 4.7% |
| i | 33189 | 4.7% |
| . | 32805 | 4.6% |
| C | 25145 | 3.5% |
| Other values (43) | 262950 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 710431 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 78651 | 11.1% |
| l | 56677 | 8.0% |
| 51806 | 7.3% | |
| o | 51216 | 7.2% |
| e | 47457 | 6.7% |
| r | 37023 | 5.2% |
| n | 33512 | 4.7% |
| i | 33189 | 4.7% |
| . | 32805 | 4.6% |
| C | 25145 | 3.5% |
| Other values (43) | 262950 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 710431 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 78651 | 11.1% |
| l | 56677 | 8.0% |
| 51806 | 7.3% | |
| o | 51216 | 7.2% |
| e | 47457 | 6.7% |
| r | 37023 | 5.2% |
| n | 33512 | 4.7% |
| i | 33189 | 4.7% |
| . | 32805 | 4.6% |
| C | 25145 | 3.5% |
| Other values (43) | 262950 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 710431 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 78651 | 11.1% |
| l | 56677 | 8.0% |
| 51806 | 7.3% | |
| o | 51216 | 7.2% |
| e | 47457 | 6.7% |
| r | 37023 | 5.2% |
| n | 33512 | 4.7% |
| i | 33189 | 4.7% |
| . | 32805 | 4.6% |
| C | 25145 | 3.5% |
| Other values (43) | 262950 |
Latitud
Real number (ℝ)
High correlation
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 27 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.150603 |
| Minimum | 38.938333 |
|---|---|
| Maximum | 43.603333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 38.938333 |
|---|---|
| 5-th percentile | 40.949722 |
| Q1 | 41.645556 |
| median | 42.542778 |
| Q3 | 42.688056 |
| 95-th percentile | 42.849167 |
| Maximum | 43.603333 |
| Range | 4.665 |
| Interquartile range (IQR) | 1.0425 |
Descriptive statistics
| Standard deviation | 0.66469456 |
|---|---|
| Coefficient of variation (CV) | 0.015769515 |
| Kurtosis | -0.60406753 |
| Mean | 42.150603 |
| Median Absolute Deviation (MAD) | 0.30638889 |
| Skewness | -0.68328776 |
| Sum | 2106392.1 |
| Variance | 0.44181886 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 40.94972222 | 1143 | 2.3% |
| 41.31638889 | 966 | 1.9% |
| 41.67111111 | 952 | 1.9% |
| 42.33611111 | 933 | 1.9% |
| 41.61277778 | 924 | 1.8% |
| 41.96138889 | 910 | 1.8% |
| 41.60416667 | 897 | 1.8% |
| 42.79527778 | 883 | 1.8% |
| 42.68805556 | 880 | 1.8% |
| 42.68444444 | 877 | 1.8% |
| Other values (91) | 40608 |
| Value | Count | Frequency (%) |
| 38.93833333 | 3 | < 0.1% |
| 40.38694444 | 360 | 0.7% |
| 40.56944444 | 68 | 0.1% |
| 40.57055556 | 311 | 0.6% |
| 40.65861111 | 488 | |
| 40.66472222 | 369 | 0.7% |
| 40.94972222 | 1143 | |
| 40.95555556 | 373 | 0.7% |
| 40.95583333 | 86 | 0.2% |
| 40.96055556 | 82 | 0.2% |
| Value | Count | Frequency (%) |
| 43.60333333 | 80 | 0.2% |
| 43.04166667 | 81 | 0.2% |
| 43.04111111 | 326 | 0.7% |
| 42.9525 | 356 | |
| 42.95166667 | 80 | 0.2% |
| 42.94416667 | 700 | |
| 42.87777778 | 621 | |
| 42.84916667 | 833 | |
| 42.84638889 | 714 | |
| 42.8425 | 252 | 0.5% |
Longitud
Real number (ℝ)
High correlation
| Distinct | 100 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 27 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.1746525 |
| Minimum | -6.7819444 |
|---|---|
| Maximum | -2.4666667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 49973 |
| Negative (%) | 99.9% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | -6.7819444 |
|---|---|
| 5-th percentile | -6.6622222 |
| Q1 | -6.4838889 |
| median | -4.9091667 |
| Q3 | -4.5383333 |
| 95-th percentile | -2.9405556 |
| Maximum | -2.4666667 |
| Range | 4.3152778 |
| Interquartile range (IQR) | 1.9455556 |
Descriptive statistics
| Standard deviation | 1.1246292 |
|---|---|
| Coefficient of variation (CV) | -0.21733425 |
| Kurtosis | -0.6422546 |
| Mean | -5.1746525 |
| Median Absolute Deviation (MAD) | 0.75277778 |
| Skewness | 0.34500614 |
| Sum | -258592.91 |
| Variance | 1.2647909 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -6.725555556 | 1391 | 2.8% |
| -6.520833333 | 1299 | 2.6% |
| -4.909166667 | 966 | 1.9% |
| -3.683888889 | 952 | 1.9% |
| -3.636111111 | 933 | 1.9% |
| -4.740833333 | 924 | 1.8% |
| -4.494444444 | 910 | 1.8% |
| -4.728888889 | 897 | 1.8% |
| -4.840833333 | 883 | 1.8% |
| -2.940555556 | 880 | 1.8% |
| Other values (90) | 39938 |
| Value | Count | Frequency (%) |
| -6.781944444 | 720 | |
| -6.725555556 | 1391 | |
| -6.662222222 | 493 | 1.0% |
| -6.653611111 | 452 | 0.9% |
| -6.643333333 | 742 | |
| -6.625 | 192 | 0.4% |
| -6.603888889 | 660 | |
| -6.600277778 | 520 | 1.0% |
| -6.589444444 | 745 | |
| -6.588888889 | 316 | 0.6% |
| Value | Count | Frequency (%) |
| -2.466666667 | 627 | |
| -2.480555556 | 106 | 0.2% |
| -2.856944444 | 426 | |
| -2.9175 | 877 | |
| -2.918055556 | 56 | 0.1% |
| -2.940277778 | 91 | 0.2% |
| -2.940555556 | 880 | |
| -2.954444444 | 299 | 0.6% |
| -3.475277778 | 436 | |
| -3.636111111 | 933 |
Posición
Text
| Distinct | 106 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 27 |
| Missing (%) | 0.1% |
| Memory size | 781.2 KiB |
Length
| Max length | 28 |
|---|---|
| Median length | 28 |
| Mean length | 26.720689 |
| Min length | 12 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 42.9441666667,-5.66194444444 |
|---|---|
| 2nd row | 42.5969444444,-6.52083333333 |
| 3rd row | 42.6138888889,-6.48388888889 |
| 4th row | 42.9441666667,-5.66194444444 |
| 5th row | 42.8491666667,-4.83583333333 |
| Value | Count | Frequency (%) |
| 41.3163888889,-4.90916666667 | 966 | 1.9% |
| 41.6711111111,-3.68388888889 | 952 | 1.9% |
| 42.3361111111,-3.63611111111 | 933 | 1.9% |
| 41.6127777778,-4.74083333333 | 924 | 1.8% |
| 41.9613888889,-4.49444444444 | 910 | 1.8% |
| 41.6041666667,-4.72888888889 | 897 | 1.8% |
| 42.7952777778,-4.84083333333 | 883 | 1.8% |
| 42.6880555556,-2.94055555556 | 880 | 1.8% |
| 42.6844444444,-2.9175 | 877 | 1.8% |
| 41.6,-4.7325 | 858 | 1.7% |
| Other values (96) | 40893 |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 170953 | |
| 8 | 149495 | |
| 6 | 138784 | |
| 5 | 132995 | |
| 3 | 127850 | |
| 1 | 124526 | |
| 7 | 110674 | |
| 2 | 106875 | |
| . | 99946 | |
| , | 49973 | 3.7% |
| Other values (3) | 123242 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1335313 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 4 | 170953 | |
| 8 | 149495 | |
| 6 | 138784 | |
| 5 | 132995 | |
| 3 | 127850 | |
| 1 | 124526 | |
| 7 | 110674 | |
| 2 | 106875 | |
| . | 99946 | |
| , | 49973 | 3.7% |
| Other values (3) | 123242 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1335313 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 4 | 170953 | |
| 8 | 149495 | |
| 6 | 138784 | |
| 5 | 132995 | |
| 3 | 127850 | |
| 1 | 124526 | |
| 7 | 110674 | |
| 2 | 106875 | |
| . | 99946 | |
| , | 49973 | 3.7% |
| Other values (3) | 123242 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1335313 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 4 | 170953 | |
| 8 | 149495 | |
| 6 | 138784 | |
| 5 | 132995 | |
| 3 | 127850 | |
| 1 | 124526 | |
| 7 | 110674 | |
| 2 | 106875 | |
| . | 99946 | |
| , | 49973 | 3.7% |
| Other values (3) | 123242 |
Interactions
Correlations
| CO (mg/m3) | Latitud | Longitud | NO (ug/m3) | NO2 (ug/m3) | O3 (ug/m3) | PM10 (ug/m3) | PM25 (ug/m3) | Provincia | SO2 (ug/m3) | |
|---|---|---|---|---|---|---|---|---|---|---|
| CO (mg/m3) | 1.000 | -0.033 | -0.062 | 0.604 | 0.595 | -0.255 | 0.587 | 0.687 | 0.130 | 0.645 |
| Latitud | -0.033 | 1.000 | -0.294 | -0.218 | -0.224 | -0.042 | -0.232 | -0.436 | 0.666 | 0.067 |
| Longitud | -0.062 | -0.294 | 1.000 | 0.129 | 0.108 | 0.053 | 0.218 | -0.085 | 0.731 | -0.080 |
| NO (ug/m3) | 0.604 | -0.218 | 0.129 | 1.000 | 0.780 | -0.478 | 0.580 | 0.623 | 0.059 | 0.552 |
| NO2 (ug/m3) | 0.595 | -0.224 | 0.108 | 0.780 | 1.000 | -0.446 | 0.576 | 0.661 | 0.098 | 0.506 |
| O3 (ug/m3) | -0.255 | -0.042 | 0.053 | -0.478 | -0.446 | 1.000 | -0.155 | -0.245 | 0.061 | -0.253 |
| PM10 (ug/m3) | 0.587 | -0.232 | 0.218 | 0.580 | 0.576 | -0.155 | 1.000 | 0.855 | 0.075 | 0.416 |
| PM25 (ug/m3) | 0.687 | -0.436 | -0.085 | 0.623 | 0.661 | -0.245 | 0.855 | 1.000 | 0.328 | 0.499 |
| Provincia | 0.130 | 0.666 | 0.731 | 0.059 | 0.098 | 0.061 | 0.075 | 0.328 | 1.000 | 0.065 |
| SO2 (ug/m3) | 0.645 | 0.067 | -0.080 | 0.552 | 0.506 | -0.253 | 0.416 | 0.499 | 0.065 | 1.000 |
Missing values
Sample
| Fecha | CO (mg/m3) | NO (ug/m3) | NO2 (ug/m3) | O3 (ug/m3) | PM10 (ug/m3) | PM25 (ug/m3) | SO2 (ug/m3) | Provincia | Estación | Latitud | Longitud | Posición | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 341110 | 2004-04-11 | NaN | 10.0 | 21.0 | NaN | 6.0 | NaN | 8.0 | León | C.T.L.R. - Ventosilla | 42.944167 | -5.661944 | 42.9441666667,-5.66194444444 |
| 234122 | 2009-02-27 | NaN | 6.0 | 20.0 | NaN | 21.0 | NaN | 6.0 | León | C.T.Compostilla-San Miguel | 42.596944 | -6.520833 | 42.5969444444,-6.52083333333 |
| 145628 | 2013-06-09 | NaN | 5.0 | 18.0 | NaN | 10.0 | NaN | 18.0 | León | C.T.Compostilla-Villaverde | 42.613889 | -6.483889 | 42.6138888889,-6.48388888889 |
| 197625 | 2010-12-11 | NaN | 2.0 | 16.0 | 26.0 | 9.0 | NaN | 8.0 | León | C.T.L.R. - Ventosilla | 42.944167 | -5.661944 | 42.9441666667,-5.66194444444 |
| 102860 | 2015-07-22 | NaN | 6.0 | 9.0 | 56.0 | 9.0 | 7.0 | 13.0 | Palencia | C.T.G. - Compuerto | 42.849167 | -4.835833 | 42.8491666667,-4.83583333333 |
| 222155 | 2009-09-26 | 0.1 | 4.0 | 15.0 | NaN | 32.0 | NaN | 5.0 | Burgos | Burgos1 | 42.350833 | -3.675556 | 42.3508333333,-3.67555555556 |
| 174614 | 2012-01-30 | NaN | 7.0 | 19.0 | 39.0 | 14.0 | NaN | NaN | Burgos | Burgos5 | 42.345556 | -3.721111 | 42.3455555556,-3.72111111111 |
| 169812 | 2012-04-22 | NaN | NaN | NaN | NaN | 11.0 | NaN | 1.0 | León | Otero | 42.564444 | -6.781944 | 42.5644444444,-6.78194444444 |
| 354942 | 2003-08-31 | NaN | NaN | NaN | NaN | 7.0 | NaN | NaN | Valladolid | Vega Sicilia | 41.620556 | -4.746667 | 41.6205555556,-4.74666666667 |
| 77438 | 2016-11-05 | NaN | NaN | NaN | 70.0 | 7.0 | NaN | NaN | Valladolid | Vega Sicilia | 41.620556 | -4.746667 | 41.6205555556,-4.74666666667 |
| Fecha | CO (mg/m3) | NO (ug/m3) | NO2 (ug/m3) | O3 (ug/m3) | PM10 (ug/m3) | PM25 (ug/m3) | SO2 (ug/m3) | Provincia | Estación | Latitud | Longitud | Posición | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 172177 | 2012-03-12 | NaN | 8.0 | 19.0 | 53.0 | 22.0 | NaN | 2.0 | Avila | Avila II | 40.664722 | -4.700556 | 40.6647222222,-4.70055555556 |
| 381093 | 2002-04-12 | NaN | 33.0 | 50.0 | 26.0 | 54.0 | NaN | 29.0 | Salamanca | Salamanca2 | 40.965278 | -5.655833 | 40.9652777778,-5.65583333333 |
| 65853 | 2017-06-06 | NaN | 1.0 | 2.0 | 68.0 | 9.0 | NaN | 3.0 | León | La Robla | 42.802778 | -5.623611 | 42.8027777778,-5.62361111111 |
| 359552 | 2003-06-17 | 0.6 | 35.0 | 36.0 | 26.0 | NaN | NaN | 7.0 | Palencia | Palencia2 | 42.003611 | -4.524722 | 42.0036111111,-4.52472222222 |
| 326663 | 2004-12-01 | NaN | 7.0 | 22.0 | 13.0 | NaN | NaN | NaN | Valladolid | Michelin1 | 41.666389 | -4.715000 | 41.6663888889,-4.715 |
| 428040 | 1998-08-23 | 1.8 | 23.0 | 46.0 | 41.0 | 81.0 | NaN | 44.0 | León | Leon1 | 42.603889 | -5.587222 | 42.6038888889,-5.58722222222 |
| 355116 | 2003-08-29 | NaN | 3.0 | 2.0 | NaN | NaN | NaN | 6.0 | León | C.T.L.R. - Naredo | 42.816667 | -5.533333 | 42.8166666667,-5.53333333333 |
| 431232 | 1998-05-16 | NaN | 10.0 | 33.0 | 112.0 | NaN | NaN | 14.0 | Burgos | Miranda de Ebro2 | 42.688056 | -2.940556 | 42.6880555556,-2.94055555556 |
| 28158 | 2019-05-13 | NaN | 2.0 | 2.0 | 89.0 | 4.0 | 2.0 | 1.0 | Palencia | C.T.G. - Compuerto | 42.849167 | -4.835833 | 42.8491666667,-4.83583333333 |
| 82852 | 2016-07-27 | NaN | 4.0 | 12.0 | NaN | 11.0 | 10.0 | NaN | Valladolid | Renault3 | 41.612778 | -4.740833 | 41.6127777778,-4.74083333333 |